Upload Date | May 31 2023 12:21 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.3.1 |
Model | iPhone15,3 |
Model ID | iPhone15,3 |
Motherboard | D74AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.44 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.49 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
774
82.9 IPS |
|
Image Classification (F16)
|
100% |
753
80.7 IPS |
|
Image Classification (I8)
|
81% |
431
46.2 IPS |
|
Image Segmentation (F32)
|
100% |
1139
7.03 IPS |
|
Image Segmentation (F16)
|
100% |
1136
7.01 IPS |
|
Image Segmentation (I8)
|
89% |
1420
8.77 IPS |
|
Pose Estimation (F32)
|
100% |
419
1.69 IPS |
|
Pose Estimation (F16)
|
100% |
395
1.60 IPS |
|
Pose Estimation (I8)
|
80% |
473
1.91 IPS |
|
Object Detection (F32)
|
100% |
1112
39.0 IPS |
|
Object Detection (F16)
|
100% |
1107
38.8 IPS |
|
Object Detection (I8)
|
52% |
705
24.7 IPS |
|
Face Detection (F32)
|
100% |
1417
16.3 IPS |
|
Face Detection (F16)
|
100% |
1379
15.8 IPS |
|
Face Detection (I8)
|
75% |
843
9.68 IPS |
|
Text Classification (F32)
|
100% |
1420
561.8 IPS |
|
Text Classification (F16)
|
100% |
1800
712.1 IPS |
|
Machine Translation (F32)
|
100% |
2259
348.1 IPS |
|
Machine Translation (F16)
|
100% |
2268
349.6 IPS |